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AI and the Enclosure of the Scientific Commons

Hacker News •
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Scientific literature can be understood as an "information commons," an intangible resource that no one owns and is shared by everyone. Economic and political frameworks developed to explain agricultural common lands, such as those in preindustrial England, offer a useful lens for studying it. This paper provides a primer on those frameworks and examines a key difference between the information commons and the historical commons: while information commons remain robust and immensely valuable, the English agricultural commons no longer meaningfully exist.

The author attributes their disappearance not to the well-known "tragedy of the commons," but to the enclosure movement (roughly 1600 to 1800), which transformed common lands into private property. Many observers, then and now, judge enclosure to have been theft on a societal scale.

The article argues that artificial intelligence (AI) provides precisely the tools needed to enable an enclosure of the information commons that was previously infeasible. Although AI-enabled enclosure does not work identically to physical enclosure, it shares its core features: turning a shared resource into private wealth and undermining the social systems that sustain it, in this case through what the author calls "slop spam."

By framing these dynamics through established scholarship, the concepts presented can offer a rigorous basis for examining the unease many feel that AI may represent not merely a smash-and-grab, but an attack upon an entire way of life. The paper was authored by P. K. G. Williams of the Center for Astrophysics | Harvard & Smithsonian and submitted on 19 October 2026.

Source: Hacker News · Summarized by HeadlinesBriefing